Blog

Discover how AIPOCH Skills and AI agents like OpenClaw assist scientific research.

Skill Guides
5 min read

How to Find Research Gaps in Medical Research Using AI Agent Skills

AI agent skills can support medical research gap analysis through literature retrieval, evidence mapping, and structured research workflows. Learn how AIPOCH Medical Research Gap Finder helps researchers organize biomedical literature and surface literature-supported research gap candidates for further evaluation.

AIPOCHMay 29, 2026
AIPOCH Updates
5 min read

arXiv preflight: How Can AI Agents Check a Manuscript Before arXiv Submission?

arXiv now bans authors for unreviewed LLM output. The arXiv Preflight agent skill from AIPOCH helps researchers scan for LLM artifacts, hallucinated references, and placeholder data before submission — and outputs a graded fix list. Free on GitHub.


AIPOCHMay 27, 2026
Skill Guides
5 min read

FastQC Report Interpretation: How AI Agent Skills Help Interpret FastQC Reports?

Learn how AI agent skills support FastQC report interpretation for NGS quality control analysis. Discover how the AIPOCH FastQC Report Interpreter helps researchers analyze FastQC quality metrics, identify sequencing QC issues, and organize RNA-seq, DNA-seq, and ChIP-seq quality assessment workflows.


AIPOCHMay 27, 2026
AIPOCH Updates
5 min read

MedSkillAudit: How AIPOCH Evaluates Medical Research Agent Skills?

Explore MedSkillAudit, a domain-specific evaluation framework for medical research agent skills.


AIPOCHMay 26, 2026
AI
5 min read

Hermes Agent Guide: What It Is, How It Works, and Why It Feels Different From Other AI Agents

Learn what Hermes Agent is, how it work, and why it feels different from other AI agents.


AIPOCHMay 25, 2026
AI for Research
5 min read

Biomarker Landscape Mapping: How AI Agents Support Structured Evidence Scanning?

Learn how AI agents support biomarker landscape mapping through structured evidence scanning, validation auditing, biomarker classification, and literature organization workflows for medical research.


AIPOCHMay 22, 2026
Skill Guides
5 min read

How to Frame a Research Question With AI Assistance

Vague research ideas slow down literature search, study design, and evidence synthesis. See how the AIPOCH Clinical Question Clarifier agent skill helps researchers convert early-stage ideas into bounded, searchable, and testable questions.


AIPOCHMay 21, 2026
Skill Guides
5 min read

How Can AI Agents Perform CIBERSORT Immune Infiltration Analysis?

Learn how AI agents can perform CIBERSORT-style immune infiltration analysis using AIPOCH’s Medical Research Agent Skill. Analyze bulk RNA-seq expression matrices, estimate 22 immune cell types, compare tumor vs healthy groups, and generate immune infiltration plots and reports automatically.


AIPOCHMay 20, 2026
Skill Guides
5 min read

Differential Expression Analysis with AI Agent Skills

Differential Expression Analysis skill supports limma, DESeq2, edgeR, t-test, and Wilcoxon analysis for automated DEG discovery and transcriptomics visualization.


AIPOCHMay 19, 2026
AI for Research
5 min read

How AI Agents Use a PubMed Search Skill for Medical Research

Learn how AI agents build advanced PubMed search strategies using MeSH mapping, Boolean logic, and systematic review workflows with the AIPOCH PubMed Search Specialist.


AIPOCHMay 12, 2026
Skill Guides
5 min read

How to Identify Study Design in Medical Research Papers with AI

Explore how AI can support study design classification in biomedical literature by identifying methodological structures across clinical studies, real-world evidence research, omics workflows, and hybrid evidence designs.


AIPOCHMay 11, 2026
Skill Guides
5 min read

How to design single-cell research plans with an AI agent skill?

Explore the AIPOCH Single Cell Research Planner — Designs complete single-cell research plans from a user-provided biomedical direction.


AIPOCHMay 10, 2026
AI for Research
5 min read

AI for medical research: Top 3 AIPOCH Agent Skills for Researchers

Discover the highest-ranked AIPOCH medical research agent skills evaluated by MedSkillAudit, including Paper Sprint Review, Results Section Writer, and Gene Database.


AIPOCHMay 7, 2026
Skill Guides
5 min read

How to Write Journal Cover Letters With AI?

Learn how AIPOCH Cover Letter Drafter helps researchers create structured submission letters.


AIPOCHMay 6, 2026
Skill Guides
5 min read

Which Research Gap Finder Wins in MedSkillAudit Comparison?

Explore a detailed comparison of research gap finder agent skills. Learn how AIPOCH identifies real, evidence-audited research gaps with literature retrieval, pseudo-gap filtering, and study-ready analysis.


AIPOCHMay 5, 2026
Skill Guides
5 min read

AIPOCH vs ScienceClaw: A Comparison of Literature Search Agent Skills in MedSkillAudit

Compare AIPOCH Multi-Database Literature Collector vs ScienceClaw literature-search using MedSkillAudit.


AIPOCHApril 29, 2026
Skill Guides
5 min read

AIPOCH vs Aperivue: A Comparison of Methods Analysis Agent Skills in MedSkillAudit

Compare AIPOCH methods-reverse-engineer and Aperivue design-study using MedSkillAudit.


AIPOCHApril 28, 2026
Skill Guides
5 min read

AIPOCH vs FreedomAI: A Comparison of Disease Mechanism Agent Skills in MedSkillAudit

A data-driven comparison of AIPOCH disease-mechanism-evidence-map and FreedomAI tooluniverse-multiomic-disease-characterization using MedSkillAudit.


AIPOCHApril 28, 2026
Skill Guides
5 min read

AIPOCH vs K-Dense: Which Peer Review Agent Skill Performs Better?

A data-driven comparison of AIPOCH and K-Dense peer review agent skills using MedSkillAudit.


AIPOCHApril 26, 2026
Skill Guides
5 min read

How to Generate a Forest Plot for Meta-Analysis?

Learn how to generate a forest plot for meta-analysis using Odds Ratios (OR) and Confidence Intervals (CI).


AIPOCHApril 23, 2026
AIPOCH Updates
5 min read

AIPOCH Awesome Med Research Skills: 102 AI Agent Skills for Medical Research Workflows

AIPOCH Awesome Med Research Skills — a curated collection of medical research Agent Skills, featuring 102 high-quality skills. Each skill embeds professional medical research logic.


AIPOCHApril 21, 2026